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eess.IV2020
Image Translation for Medical Image Generation -- Ischemic Stroke Lesions
Moritz Platscher, Jonathan Zopes, Christian Federau
Deep learning based disease detection and segmentation algorithms promise to improve many clinical processes. However, such algorithms require vast amounts of annotated training da…
eess.IV2020
Multi-modal segmentation of 3D brain scans using neural networks
Jonathan Zopes, Moritz Platscher, Silvio Paganucci +1
Purpose: To implement a brain segmentation pipeline based on convolutional neural networks, which rapidly segments 3D volumes into 27 anatomical structures. To provide an extensive…